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| <div class="subTitle">org.apache.storm.pmml.runner.jpmml</div> |
| <h2 title="Class JPmmlModelRunner" class="title">Class JPmmlModelRunner</h2> |
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| <li>org.apache.storm.pmml.runner.jpmml.JPmmlModelRunner</li> |
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| <dt>All Implemented Interfaces:</dt> |
| <dd><a href="../../../../../../org/apache/storm/pmml/runner/ModelRunner.html" title="interface in org.apache.storm.pmml.runner">ModelRunner</a>, <a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="interface in org.apache.storm.pmml.runner">PmmlModelRunner</a><<a href="../../../../../../org/apache/storm/tuple/Tuple.html" title="interface in org.apache.storm.tuple">Tuple</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,org.jpmml.evaluator.FieldValue>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,?>></dd> |
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| <pre>public class <span class="typeNameLabel">JPmmlModelRunner</span> |
| extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a> |
| implements <a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="interface in org.apache.storm.pmml.runner">PmmlModelRunner</a><<a href="../../../../../../org/apache/storm/tuple/Tuple.html" title="interface in org.apache.storm.tuple">Tuple</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,org.jpmml.evaluator.FieldValue>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,?>></pre> |
| <div class="block"><p>JPMML implementation of <a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="interface in org.apache.storm.pmml.runner"><code>PmmlModelRunner</code></a>. It extracts the raw inputs from the tuple for all ‘active fields’, and builds a tuple with the predicted scores for the ‘predicted fields’ and ‘output fields’. In this implementation all the declared streams will have the same scored tuple.</p><p>The ‘predicted’, ‘active’, and ‘output’ fields are extracted from the PMML model.</p></div> |
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| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#JPmmlModelRunner-org.jpmml.evaluator.Evaluator-org.apache.storm.pmml.model.ModelOutputs-">JPmmlModelRunner</a></span>(org.jpmml.evaluator.Evaluator evaluator, |
| <a href="../../../../../../org/apache/storm/pmml/model/ModelOutputs.html" title="interface in org.apache.storm.pmml.model">ModelOutputs</a> modelOutputs)</code> </td> |
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| <th class="colFirst" scope="col">Modifier and Type</th> |
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| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#extractRawInputs-org.apache.storm.tuple.Tuple-">extractRawInputs</a></span>(<a href="../../../../../../org/apache/storm/tuple/Tuple.html" title="interface in org.apache.storm.tuple">Tuple</a> tuple)</code> |
| <div class="block">Extracts from the tuple the raw inputs that are to be scored according to the predictive model.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><org.dmg.pmml.FieldName></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#getActiveFields--">getActiveFields</a></span>()</code> </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>org.jpmml.evaluator.Evaluator</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#getEval--">getEval</a></span>()</code> </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/storm/pmml/model/ModelOutputs.html" title="interface in org.apache.storm.pmml.model">ModelOutputs</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#getModelOutputs--">getModelOutputs</a></span>()</code> </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><org.dmg.pmml.FieldName></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#getOutputFields--">getOutputFields</a></span>()</code> </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><org.dmg.pmml.FieldName></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#getPredictedFields--">getPredictedFields</a></span>()</code> </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,?></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#predictScores-java.util.Map-">predictScores</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,org.jpmml.evaluator.FieldValue> preProcInputs)</code> |
| <div class="block">Compute the predicted scores from the pre-processed inputs in the step above</div> |
| </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,org.jpmml.evaluator.FieldValue></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#preProcessInputs-java.util.Map-">preProcessInputs</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>> rawInputs)</code> |
| <div class="block">Pre process inputs, i.e., remove missing fields, outliers, etc</div> |
| </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/storm/pmml/runner/jpmml/JPmmlModelRunner.html#scoredTuplePerStream-org.apache.storm.tuple.Tuple-">scoredTuplePerStream</a></span>(<a href="../../../../../../org/apache/storm/tuple/Tuple.html" title="interface in org.apache.storm.tuple">Tuple</a> input)</code> |
| <div class="block">Creates and returns a map with the predicted scores that are to be emitted on each stream.</div> |
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| <h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></h3> |
| <code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#clone--" title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-" title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#finalize--" title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#getClass--" title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#hashCode--" title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notify--" title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#toString--" title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-int-" title="class or interface in java.lang">wait</a></code></li> |
| </ul> |
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| </a> |
| <h3>Constructor Detail</h3> |
| <a name="JPmmlModelRunner-org.jpmml.evaluator.Evaluator-org.apache.storm.pmml.model.ModelOutputs-"> |
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| <h4>JPmmlModelRunner</h4> |
| <pre>public JPmmlModelRunner(org.jpmml.evaluator.Evaluator evaluator, |
| <a href="../../../../../../org/apache/storm/pmml/model/ModelOutputs.html" title="interface in org.apache.storm.pmml.model">ModelOutputs</a> modelOutputs)</pre> |
| </li> |
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| <a name="extractRawInputs-org.apache.storm.tuple.Tuple-"> |
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| <h4>extractRawInputs</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>> extractRawInputs(<a href="../../../../../../org/apache/storm/tuple/Tuple.html" title="interface in org.apache.storm.tuple">Tuple</a> tuple)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html#extractRawInputs-I-">PmmlModelRunner</a></code></span></div> |
| <div class="block"><p>Extracts from the tuple the raw inputs that are to be scored according to the predictive model.</p></div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html#extractRawInputs-I-">extractRawInputs</a></code> in interface <code><a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="interface in org.apache.storm.pmml.runner">PmmlModelRunner</a><<a href="../../../../../../org/apache/storm/tuple/Tuple.html" title="interface in org.apache.storm.tuple">Tuple</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,org.jpmml.evaluator.FieldValue>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,?>></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>tuple</code> - source from which to extract raw inputs</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>The raw inputs extracted from the tuple for all ‘active fields’</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="preProcessInputs-java.util.Map-"> |
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| <h4>preProcessInputs</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,org.jpmml.evaluator.FieldValue> preProcessInputs(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>> rawInputs)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html#preProcessInputs-R-">PmmlModelRunner</a></code></span></div> |
| <div class="block"><p>Pre process inputs, i.e., remove missing fields, outliers, etc</p></div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html#preProcessInputs-R-">preProcessInputs</a></code> in interface <code><a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="interface in org.apache.storm.pmml.runner">PmmlModelRunner</a><<a href="../../../../../../org/apache/storm/tuple/Tuple.html" title="interface in org.apache.storm.tuple">Tuple</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,org.jpmml.evaluator.FieldValue>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,?>></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>rawInputs</code> - that are to be preprocessed</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>preprocessed output</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="predictScores-java.util.Map-"> |
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| </a> |
| <ul class="blockList"> |
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| <h4>predictScores</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,?> predictScores(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,org.jpmml.evaluator.FieldValue> preProcInputs)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html#predictScores-P-">PmmlModelRunner</a></code></span></div> |
| <div class="block"><p>Compute the predicted scores from the pre-processed inputs in the step above</p></div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html#predictScores-P-">predictScores</a></code> in interface <code><a href="../../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="interface in org.apache.storm.pmml.runner">PmmlModelRunner</a><<a href="../../../../../../org/apache/storm/tuple/Tuple.html" title="interface in org.apache.storm.tuple">Tuple</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,org.jpmml.evaluator.FieldValue>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><org.dmg.pmml.FieldName,?>></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>preProcInputs</code> - that are to be preprocessed</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>predicted scores</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="scoredTuplePerStream-org.apache.storm.tuple.Tuple-"> |
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| <h4>scoredTuplePerStream</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>>> scoredTuplePerStream(<a href="../../../../../../org/apache/storm/tuple/Tuple.html" title="interface in org.apache.storm.tuple">Tuple</a> input)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../../../../org/apache/storm/pmml/runner/ModelRunner.html#scoredTuplePerStream-org.apache.storm.tuple.Tuple-">ModelRunner</a></code></span></div> |
| <div class="block"><p>Creates and returns a map with the predicted scores that are to be emitted on each stream. The keys of this map are the stream ids, and the values the predicted scores. It’s up to the implementation to guarantee that the streams ids match the stream ids defined in <a href="../../../../../../org/apache/storm/pmml/model/ModelOutputs.html" title="interface in org.apache.storm.pmml.model"><code>ModelOutputs</code></a>. Namely, the set of keys of the <code>Map<String, List<Object>></code> returned by this method should be a subset of <a href="../../../../../../org/apache/storm/pmml/model/ModelOutputs.html#streams--"><code>ModelOutputs.streams()</code></a></p></div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/storm/pmml/runner/ModelRunner.html#scoredTuplePerStream-org.apache.storm.tuple.Tuple-">scoredTuplePerStream</a></code> in interface <code><a href="../../../../../../org/apache/storm/pmml/runner/ModelRunner.html" title="interface in org.apache.storm.pmml.runner">ModelRunner</a></code></dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>the predicted scores for the ‘predicted fields’ and ‘output fields’. All the declared streams will have the same scored tuple.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getEval--"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getEval</h4> |
| <pre>public org.jpmml.evaluator.Evaluator getEval()</pre> |
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| <a name="getActiveFields--"> |
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| <h4>getActiveFields</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><org.dmg.pmml.FieldName> getActiveFields()</pre> |
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| <a name="getPredictedFields--"> |
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| <h4>getPredictedFields</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><org.dmg.pmml.FieldName> getPredictedFields()</pre> |
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| <a name="getOutputFields--"> |
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| <h4>getOutputFields</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><org.dmg.pmml.FieldName> getOutputFields()</pre> |
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| <a name="getModelOutputs--"> |
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| <h4>getModelOutputs</h4> |
| <pre>public <a href="../../../../../../org/apache/storm/pmml/model/ModelOutputs.html" title="interface in org.apache.storm.pmml.model">ModelOutputs</a> getModelOutputs()</pre> |
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